Clinical sleep studies capture multiple physiologic signals, yet interpretation is often reduced to single summary measures of limited prognostic value, such as the apnea–hypopnea index. We present a foundation model that learns rich representations of sleep physiology from more than 10,000 clinical sleep recordings li...
E. Bilal, Matheus Araujo, Kristen L. Beck et al.· Nature Communications· 0 citations
RATIONALE
Obstructive Sleep Apnea (OSA) is a highly prevalent, but often overlooked comorbidity in adults with epilepsy (AWE). Screening instruments widely used in general populations include STOP (Snoring, Tiredness, Observed apneas, high blood Pressure) and STOP-BANG (+BMI, Age, Neck circumference (NC), and Gender)....
J. El Ahdab, Tyler Bare, Matheus Araujo et al.· Epilepsy & Behavior· 0 citations
RATIONALE
Neighborhood socioeconomic disadvantage is associated with adverse cardiovascular outcomes, but its relationship with obstructive sleep apnea (OSA) severity and sleep-related hypoxemia is not well defined.
OBJECTIVE
To assess the association of Area Deprivation Index (ADI) with OSA and major adverse cardiov...
Cinthya Peña-Orbea, David Bruckman, Jarrod E. Dalton et al.· Annals of the American Thora...· 0 citations
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